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Displaying 1 - 25 of 318 results.

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    • Speech
    Character and Text Recognition of Khmer Historical Palm Leaf Manuscripts
    Valy, Dona[UCL] Verleysen, Michel[UCL] Burie, Jean-Christophe (2018) 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018) — Niagara Falls (USA)
    • Speech
    Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model
    Valy, Dona[UCL] Verleysen, Michel[UCL] Chhun, Sophea (2019) 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018) — Prague (Czech Republic)
    • Speech
    Smoothness Bias in Relevance Estimators for Feature Selection in Regression
    Degeest, Alexandra[UCL - Haute-Ecole Bruxelles Brabant - ISIB, Brussels, Belgium] Verleysen, Michel[UCL] Frénay, Benoît (2018) 14th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2018) — Rhodes (Greece)
    • Speech
    LS-SVM hyperparameter selection with a nonparametric noise estimator
    Lendasse, Amaury Ji, Jongnan Reyhani, Nima Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
    • Speech
    The curse of dimensionality in data mining and time series prediction
    Verleysen, Michel[UCL] François, Damien[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
    • Speech
    Manifold constrained variational mixtures
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
    • Speech
    Time series forecasting: Obtaining long term trends with self-organizing maps
    Simon, Geoffroy[UCL] Lendasse, Amauri Cottrell, Marie Fort, JC Verleysen, Michel[UCL] (2005) 1st IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition — Florence(Italy)
    • Speech
    Manifold constrained finite Gaussian mixtures
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
    • Speech
    Vector quantization: a weighted version for time-series forecasting
    Lendasse, Amauri François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] 5th International Conference on Computational Sciences (ICCS 2005) — Atlanta (USA)
    • Speech
    A functional approach to variable selection in spectrometric problems
    Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2006) 16th International Conference on Artificial Neural Networks (ICANN 2006) — Athens (Greece)
    • Speech
    Trajectory Clustering for Vibration Detection in Aircraft Engines
    Hazan, Aurélien Verleysen, Michel[UCL] Cottrell, Marie Lacaille, Jérôme (2010) Industrial Conference on Data Mining (ICDM 2010) — Berlin (Germany)
    • Speech
    A least absolute bound approach to ICA: application to the MLSP 2006 competition
    Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2006) IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006) — Maynooth, Ireland
    • Speech
    Natively Interpretable t-SNE
    Couplet, Edouard[UCL] Lambert, Pierre[UCL] Verleysen, Michel[UCL] Mulders, Dounia[UCL] Lee, John Aldo[UCL] De Bodt, Cyril[UCL] (2023) ECML PKDD — Torino, Italy
    • Speech
    On the number of latent representations in deep neural networks for tabular data
    Couplet, Edouard[UCL] Lambert, Pierre[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] De Bodt, Cyril[UCL] (2023) 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges, Belgium
    • Speech
    Model selection with cross-validations and bootstraps - Application to time series prediction with RBFN models
    Lendasse, Amaury[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) Joint International Conference on Artificial Neural Networks (ICANN)/International on Neural Information Processing (ICANN 2003) — ISTANBUL (Turkey)
    • Speech
    Automatic adjustment of discriminant adaptive nearest neighbor
    Delannay, Nicolas[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2006) 18th International Conference on Pattern Recognition (ICPR 2006) — Hong Kong (China)
    • Speech
    Bootstrap for model selection: linear approximation of the optimism
    Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Verleysen, Michel[UCL] (2003) 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003) — MENORCA (Spain)
    • Speech
    On the effects of dimensionality on data analysis with neural networks
    Verleysen, Michel[UCL] François, Damien[UCL] Simon, Geoffroy[UCL] Wertz, Vincent[UCL] (2003) 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003) — Menorca (Spain)
    • Speech
    Nonlinear time series prediction by weighted vector quantization
    Lendasse, Amaury[UCL] François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) 2003 International Conference on Computational Science (ICCS 2003) — Saint Petersburg (Russian Federation)

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